GHSA-36fq-jgmw-4r9c

Suggest an improvement
Source
https://github.com/advisories/GHSA-36fq-jgmw-4r9c
Import Source
https://github.com/github/advisory-database/blob/main/advisories/github-reviewed/2025/09/GHSA-36fq-jgmw-4r9c/GHSA-36fq-jgmw-4r9c.json
JSON Data
https://api.osv.dev/v1/vulns/GHSA-36fq-jgmw-4r9c
Aliases
Published
2025-09-19T09:31:14Z
Modified
2025-09-23T22:16:41.226671Z
Severity
  • 7.3 (High) CVSS_V3 - CVSS:3.1/AV:L/AC:L/PR:L/UI:R/S:U/C:H/I:H/A:H CVSS Calculator
  • 8.7 (High) CVSS_V4 - CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:P/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N CVSS Calculator
Summary
Keras is vulnerable to Deserialization of Untrusted Data
Details

Arbitrary Code Execution in Keras

Keras versions prior to 3.11.0 allow for arbitrary code execution when loading a crafted .keras model archive, even when safe_mode=True.

The issue arises because the archive’s config.json is parsed before layer deserialization. This can invoke keras.config.enable_unsafe_deserialization(), effectively disabling safe mode from within the loading process itself. An attacker can place this call first in the archive and then include a Lambda layer whose function is deserialized from a pickle, leading to the execution of attacker-controlled Python code as soon as a victim loads the model file.

Exploitation requires a user to open an untrusted model; no additional privileges are needed. The fix in version 3.11.0 enforces safe-mode semantics before reading any user-controlled configuration and prevents the toggling of unsafe deserialization via the config file.

Affected versions: < 3.11.0 Patched version: 3.11.0

It is recommended to upgrade to version 3.11.0 or later and to avoid opening untrusted model files.

Database specific 
{
    "cwe_ids": [
        "CWE-502"
    ],
    "nvd_published_at": "2025-09-19T09:15:36Z",
    "github_reviewed": true,
    "severity": "HIGH",
    "github_reviewed_at": "2025-09-19T17:16:44Z"
}
References

Affected packages

PyPI / keras

Package

Name
keras
View open source insights on deps.dev
Purl
pkg:pypi/keras

Affected ranges

Type
ECOSYSTEM
Events
Introduced
0Unknown introduced version / All previous versions are affected
Fixed
3.11.0

Affected versions

0.*

0.2.0
0.3.0
0.3.1
0.3.2
0.3.3

1.*

1.0.0
1.0.1
1.0.2
1.0.3
1.0.4
1.0.5
1.0.6
1.0.7
1.0.8
1.1.0
1.1.1
1.1.2
1.2.0
1.2.1
1.2.2

2.*

2.0.0
2.0.1
2.0.2
2.0.3
2.0.4
2.0.5
2.0.6
2.0.7
2.0.8
2.0.9
2.1.0
2.1.1
2.1.2
2.1.3
2.1.4
2.1.5
2.1.6
2.2.0
2.2.1
2.2.2
2.2.3
2.2.4
2.2.5
2.3.0
2.3.1
2.4.0
2.4.1
2.4.2
2.4.3
2.5.0rc0
2.6.0rc0
2.6.0rc1
2.6.0rc2
2.6.0rc3
2.6.0
2.7.0rc0
2.7.0rc2
2.7.0
2.8.0rc0
2.8.0rc1
2.8.0
2.9.0rc0
2.9.0rc1
2.9.0rc2
2.9.0
2.10.0rc0
2.10.0rc1
2.10.0
2.11.0rc0
2.11.0rc1
2.11.0rc2
2.11.0rc3
2.11.0
2.12.0rc0
2.12.0rc1
2.12.0
2.13.1rc0
2.13.1rc1
2.13.1
2.14.0rc0
2.14.0
2.15.0rc0
2.15.0rc1
2.15.0

3.*

3.0.0
3.0.1
3.0.2
3.0.3
3.0.4
3.0.5
3.1.0
3.1.1
3.2.0
3.2.1
3.3.0
3.3.1
3.3.2
3.3.3
3.4.0
3.4.1
3.5.0
3.6.0
3.7.0
3.8.0
3.9.0
3.9.1
3.9.2
3.10.0